4 papers
Stress Tests REVEAL Fragile Temporal and Visual Grounding in Video-Language Models
Sethuraman T, Savya Khosla, Aditi Tiwari +12
Video-Language Models (VidLMs) achieve strong benchmark scores, yet these scores often hide whether models use the video at all. We show that VidLM failures follow two pathways: so…
ART: Adaptive Reasoning Trees for Explainable Claim Verification
Sahil Wadhwa, Himanshu Kumar, Guanqun Yang +4
Large Language Models (LLMs) are powerful candidates for complex decision-making, leveraging vast encoded knowledge and remarkable zero-shot abilities. However, their adoption in h…
Text2Net: Transforming Plain-text To A Dynamic Interactive Network Simulation Environment
Alireza Marefat, Abbaas Alif Mohamed Nishar, Ashwin Ashok
This paper introduces Text2Net, an innovative text-based network simulation engine that leverages natural language processing (NLP) and large language models (LLMs) to transform pl…
Revelio: A Real-World Screen-Camera Communication System with Visually Imperceptible Data Embedding
Abbaas Alif Mohamed Nishar, Shrinivas Kudekar, Bernard Kintzing +1
We present `Revelio', a real-world screen-camera communication system leveraging temporal flicker fusion in the OKLAB color space. Using spatially-adaptive flickering and encoding…